June 29, 2016

Probationer Population

  • Mostly male
  • Not murderers, but dangerous
    • Map of ZIP
    • Infographic
    • Bar chart

Map

Feature Selection

  • Comparison to Berk's study (Variable Imp. plot)

Imbalance

  • Show ROC 1
  • ROC after resampling
  • ROC after classwt

Evaluation

  • Context, context, context
  • The final confusion matrix
  • Comparison to logistic regression and LS/CMI

Implementation

  • 2,300 early releases